Some Generalizations of Fixed Circle

In this paper, we explore the generalizations and extensions of fixed circles in diverse spaces and aim to provide new perspectives and insights into the realm of fixed figures, contributing to the ongoing evolution of fixed-point theory and addressing self-mappings with multiple fixed points. Furthermore, we discuss the practical relevance of these findings in fields such as neural networks and artificial intelligence and hope to inspire further exploration and discovery in this ever-evolving field.